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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,181 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

NM

Feb 20, 2018

Hope can elaborate the backpropagation of RNN much more. BP through time is a bit tricky though we do not need to think about it during implementation using most of existing deep learning frameworks.

EM

Jun 12, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

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1576 - 1600 of 3,832 Reviews for Sequence Models

By Kedar D

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Apr 29, 2020

Great course, complex concepts explained quite succinctly....

By Craig O

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Apr 10, 2020

A great foundation to pursue work in the Deep learning field.

By Vital

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Nov 25, 2019

perfect, I have enjoyed it so much. Thanks also for practice.

By gravitycuda

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Mar 31, 2019

A must needed course to learn the concepts of Deep Learning.

By Phongvasu S

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Feb 26, 2019

Such a great specialization as a whole. Recommend for anyone.

By Carlo C

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Jun 4, 2018

Very clear explanation, always the best Andrew! Thanks! Carlo

By Kiran A

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May 31, 2018

Superb! Unwraps the magic behind Apple Siri, Amazon Echo etc.

By Ayyanar J

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May 25, 2018

Good sessions and I got better understanding of LSTM and GRU.

By Kocić O

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May 16, 2018

Course was great, but it could be a little more difficult. :)

By Stewart A

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Feb 20, 2018

Great teacher, great content, great course ..... More please!

By Krzysztof R

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Aug 20, 2022

Very good course and intro to sequence deep learning models!

By Matthew M

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May 21, 2021

Fantastic. Fully explained. Practical applications provided.

By Mohamadmehdi K

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May 14, 2021

it was a little bit difficult but I'm happy I got through it

By Ashok N

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Jun 23, 2020

A very good refresher by Prof. Andrew Ng. Thanks a lot.

Ashok

By Dr. C C

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Mar 6, 2020

Everything is clearly explained and well designed exercises.

By Barka T

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Aug 11, 2019

Really Interesting, tasking and another world to experience.

By Renu K

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Jun 14, 2019

Very easy explanation to complex algorithms.Loved the course

By Venkat S A

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Jun 10, 2019

Amazing Course to learn RNN and Natural Language Processing.

By Justin T

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Mar 9, 2019

Great help by the mentors and community. Learned a lot here.

By Yashpal S

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Mar 5, 2019

A awesome course !! Thanks zillion Andrew !! You are great !

By Nguyễn T C

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Sep 22, 2018

Good Course, thank your lectures. I really like this course.

By Bonson S M

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Jun 24, 2018

Very tough... but has concepts that were very useful for me.

By Walter L

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Mar 4, 2018

Really useful... finally I really understood seuence models!

By Arvind N

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Feb 2, 2018

Great course! Loved it....

https://twitter.com/nagaraj_arvind

By Faraz Z

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Jul 19, 2024

Gives you great insights and understanding of the subject.